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Retail API, anyway to fine-tune/train semantic search ?

I am evaluating retail search. With regard to semantic search, I saw some out-of-the-box impressive features, for example. the famous search phrase:  long sleeve  short baby  shower dress.

But each application is different, there are some specifics. Application developers are happy to provide sample data to train (or fine-tune) the model, anyway to do that ?

An hypothetical example, products like below:

    2022 Chevy Camaro, with mileage of 8,000, and 20 MPG
    2015 Chevy Cruze,  with mileage of 40,000, and 32 MPG

The search terms such "less than 5 year old cars", "under 10,000 miles", or "30 MPG or higher" do not work, I tried.

Anyway to do 'few-shots" training?   we are happy to provide data, though it should be only for our application.

 

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